OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published 7 days ago • 277
Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents Paper • 2602.05073 • Published 7 days ago • 11
Socratic-Zero : Bootstrapping Reasoning via Data-Free Agent Co-evolution Paper • 2509.24726 • Published Sep 29, 2025 • 21
Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning Paper • 2509.23873 • Published Sep 28, 2025 • 67